Research output: Contribution to journal › Article › peer-review
One shot evaluation of NPK in soils by “electronic tongue”. / Khaydukova, Maria; Kirsanov, Dmitry; Sarkar, Subrata; Mukherjee, Subhankar; Ashina, Julia; Bhattacharyya, Nabarun; Chanda, Somdeb; Bandyopadhyay, Rajib; Legin, Andrey.
In: Computers and Electronics in Agriculture, Vol. 186, 106208, 01.07.2021.Research output: Contribution to journal › Article › peer-review
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TY - JOUR
T1 - One shot evaluation of NPK in soils by “electronic tongue”
AU - Khaydukova, Maria
AU - Kirsanov, Dmitry
AU - Sarkar, Subrata
AU - Mukherjee, Subhankar
AU - Ashina, Julia
AU - Bhattacharyya, Nabarun
AU - Chanda, Somdeb
AU - Bandyopadhyay, Rajib
AU - Legin, Andrey
N1 - Publisher Copyright: © 2021 Elsevier B.V.
PY - 2021/7/1
Y1 - 2021/7/1
N2 - Smart introduction of fertilizers in the soil should help to decrease the negative impact of chemicals on the environment without dramatic reduction of crop yield. The amounts of fertilizers have to be carefully tuned according to actual nutrients content in the soil and vegetation period of the plants. Since most of the chemical soil analyses are performed in the laboratory nowadays, fast and simple analytical tools have to be developed for this task. In this study, a potentiometric multisensor system was used for simultaneous determination of the N, P and K in the water extracts of the soils. It was shown that potentimetric sensors with multivariate data processing can be used for assessment of all three macronutrients, along with estimation of pH and conductivity of soil samples. Correlation coefficients between targeted parameters and sensor responses varied from 0.69 to 0.96. The quantification of N was possible with RMSE of 50 mg/kg in the range 60–426 mg/kg. The main benefits of the proposed approach are the short measurement duration – just 8 min for all the parameters, and reagentless procedure.
AB - Smart introduction of fertilizers in the soil should help to decrease the negative impact of chemicals on the environment without dramatic reduction of crop yield. The amounts of fertilizers have to be carefully tuned according to actual nutrients content in the soil and vegetation period of the plants. Since most of the chemical soil analyses are performed in the laboratory nowadays, fast and simple analytical tools have to be developed for this task. In this study, a potentiometric multisensor system was used for simultaneous determination of the N, P and K in the water extracts of the soils. It was shown that potentimetric sensors with multivariate data processing can be used for assessment of all three macronutrients, along with estimation of pH and conductivity of soil samples. Correlation coefficients between targeted parameters and sensor responses varied from 0.69 to 0.96. The quantification of N was possible with RMSE of 50 mg/kg in the range 60–426 mg/kg. The main benefits of the proposed approach are the short measurement duration – just 8 min for all the parameters, and reagentless procedure.
KW - Multisensor system
KW - NPK determination
KW - Soil analysis
KW - Soil express analysis
KW - Soil fertility assessment
KW - NOSES
KW - SYSTEMS
UR - http://www.scopus.com/inward/record.url?scp=85105885761&partnerID=8YFLogxK
UR - https://www.mendeley.com/catalogue/e3a479a5-a993-313e-b60d-e78403fa7c64/
U2 - 10.1016/j.compag.2021.106208
DO - 10.1016/j.compag.2021.106208
M3 - Article
AN - SCOPUS:85105885761
VL - 186
JO - Computers and Electronics in Agriculture
JF - Computers and Electronics in Agriculture
SN - 0168-1699
M1 - 106208
ER -
ID: 85205622